https://github.com/nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series

Last synced: 14 May 2025

https://github.com/Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series

Last synced: 29 Mar 2025

https://github.com/uber/orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

arima bayesian bayesian-methods bayesian-statistics changepoint exponential-smoothing forecast forecasting machine-learning orbit probabilistic probabilistic-programming pyro pystan python pytorch regression regression-models stan time-series

Last synced: 09 Apr 2025

https://github.com/lampspuc/statespacemodels.jl

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components

Last synced: 15 May 2025

https://github.com/salesforce/etsformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

deep-learning exponential-smoothing forecasting interpretable-machine-learning pytorch time-series time-series-decomposition time-series-forecasting transformers

Last synced: 07 Apr 2025

https://github.com/LAMPSPUC/StateSpaceModels.jl

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components

Last synced: 04 May 2025

https://github.com/carlomazzaferro/scikit-hts

Hierarchical Time Series Forecasting with a familiar API

exponential-smoothing fbprophet hierarchical-data machine-learning scikit-learn statsmodels time-series time-series-analysis

Last synced: 04 Apr 2025

https://github.com/lucidrains/etsformer-pytorch

Implementation of ETSformer, state of the art time-series Transformer, in Pytorch

artificial-intelligence deep-learning exponential-smoothing time-series transformers

Last synced: 07 Apr 2025

https://github.com/config-i1/smooth

The set of functions used for time series analysis and in forecasting.

arima arima-forecasting ces ets exponential-smoothing forecast r-package state-space time-series

Last synced: 22 Oct 2025

https://github.com/hawkular/hawkular-datamining

Real-time time series prediction library with standalone server

exponential-smoothing forecasting forecasting-models time-series-analysis time-series-forecast timeseries

Last synced: 11 Apr 2025

https://github.com/ipang-dwi/fts

Forecasting Time Series with Moving Average and Exponential Smoothing

bootstrap bootstrap-4 bootswatch bootswatch-4 bootswatch-theme exponential-moving-average exponential-smoothing firstplato forecasting forecasting-time-series fts moving-average php7 sidoarjo-dev

Last synced: 30 Apr 2025

https://github.com/moindalvs/time_series_forecasting_from_scratch

arima-forecasting autoregressive exponential-smoothing forecasting forecasting-models holt-winters holt-winters-forecasting moving-average sarima-model time-series time-series-analysis

Last synced: 23 Apr 2025

https://github.com/jthomperoo/holtwinters

Holt-Winters exponential smoothing implemented in Go.

data-analysis exponential-smoothing go golang holt-winters prediction prediction-algorithm

Last synced: 17 Jul 2025

https://github.com/moindalvs/co2_emission_forecasting

P-140 Air Quality forecasting(CO2 emissions) Business Objective: To forecast Co2 levels for an organization so that the organization can follow government norms with respect to Co2 emission levels. Data Set Details: Time parameter and levels of Co2 emission

arima-forecasting cyclic deployment exponential-smoothing forecasting-models holt-winters-forecasting holts-winter lstm-neural-networks moving-average pickle rnn-model sarima-model time-series time-series-analysis

Last synced: 25 Dec 2025

https://github.com/ahmetzamanis/kagglestoresales

Time series regression modeling on a dataset of supermarket sales across years, with the Darts library in Python.

arima darts deep-learning exponential-smoothing fourier-features hybrid-model kaggle-competition lstm machine-learning neural-network python pytorch quarto regression statsmodels stl-decomposition time-series time-series-analysis time-series-forecasting transformer

Last synced: 16 Dec 2025

https://github.com/prpriesler/time-series-analysis-forecasting

This project presents a dual-phase analysis leveraging Python for two disparate datasets. In the initial segment, an exhaustive time series analysis is conducted on historical weather data sourced from Dublin Airport.

acf-pacf exponential-smoothing forecasting seasonality statistics time-series-analysis tripleexponentialsmoothing

Last synced: 07 Nov 2025

https://github.com/adarsonmez/forecasting-car-sales

This JAVA application reports how much your product will be sold in each month of the next two years, using 4 different forecasting methods according to the monthly sales data of the products you have entered in the last two years.

car-sales deseasonalized-regression-analysis double-exponential-smoothing exponential-smoothing foracast regression-analysis

Last synced: 03 Mar 2025

https://github.com/nileshchat/pseudoranger_trials

Model trials to filter orbital data

convolution exponential-smoothing orbital-patterns regression

Last synced: 20 Feb 2025

https://github.com/aidanastridge/wideloop

Time series analysis repo!

acf arch arima autoregressive exponential-smoothing garch moving-average pacf python-project residuals

Last synced: 25 Mar 2025

https://github.com/emantahir2002/time-series-forecasting

Time series forecasting using 8 different models

arima exponential-smoothing hybrid lstm prophet sarima svr-regression-prediction

Last synced: 26 Feb 2025

https://github.com/priyanshu501/timeseries_analysis

This repository contains a comprehensive analysis of time series data (stock prices), forecasted using various statistical and deep learning models.

arima-model exploratory-data-analysis exponential-smoothing garch-model gru-model jupyter-notebook lstm-model machine-learning prophet-model python sarima-model sklearn statsmodels stock-prediction stock-price-prediction timeseries timeseries-forecasting

Last synced: 18 Mar 2025

https://github.com/hrolive/time-series-forecasting-ikileus

Knowledge of various Time Series Forecasting topics: Long Short-Term Memory (LSTM), Exponential Smoothing, Autoregressive integrated moving average (ARIMA), TBATS, Multivariate Time Series Forecasting, XGboost, N_BEATS, and Prophet.

arima exponential-smoothing jupyter-notebook lstm nbeats prophet python tbats time-series xgboost

Last synced: 23 Feb 2025

https://github.com/kunanonsurasorn/the_korean_fashion_online_shopping_forecasts

โปรเจคนี้จัดทำขึ้นเพื่อพยากรณ์ปริมาณการซื้อสินค้าประเภทเสื้อผ้า รองเท้า และ เครื่องแต่งกายอื่นๆในประเทศเกาหลีใต้

exponential-smoothing forcasting matplotlib pandas python sktime

Last synced: 23 Mar 2025

https://github.com/gabrielmazzotta/time-series-analysis-and-forecasting_case-study

This project focuses on Time Series Analysis techniques, uncovering patterns and leveraging forecasting models to predict future sales trends.

arima-model exponential-smoothing holt-winters-forecasting sarima statsmodels time-series-analysis time-series-decomposition

Last synced: 19 Oct 2025

https://github.com/renatomaynard/time-series-forecasting-methods

Time Series Forecasting Methods — A collection of Python implementations for essential time series forecasting techniques, including Simple, Double, Triple Exponential Smoothing, and Moving Averages.

data-science demand-forecasting exponential-smoothing forecasting holt-winters holt-winters-forecasting moving-average python python-for-everybody seasonality statistics time-series time-series-analysis timeseries-forecasting trend-analysis

Last synced: 15 Mar 2025

https://github.com/viniventur/ts-icms-previsao

previsão: Suavização Exponencial, Holt-Winters, SARIMA

econometrics exponential-smoothing holt-winters-forecasting sarima timeseries-analysis timeseries-forecasting

Last synced: 26 Feb 2025

https://github.com/hermann-web/demand-forecasting-with-python

How to make forecast with python ? I develop a software that allows to : - Make commercial forecasts from a history - Compare several forecasting methods - Display the results (forecasts and comparison)

arima arima-forecasting arima-model demand-forecasting exponential-smoothing forecast forecasting-methods forecasting-models lstm machine-learning python statsmodels time-series

Last synced: 08 Sep 2025

https://github.com/tinsaeabreham45/ewa_tool

Exponentially Weighted Averages (EWA) Visualization

exponential-smoothing linear-regression machine

Last synced: 08 Apr 2025